{"id":"W4390506508","doi":"10.1542/hpeds.2023-007301","title":"Oxygen Saturation Targets in Infants Hospitalized With Bronchiolitis: A Multicenter Cohort Study","year":2024,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; University of Ottawa; North York General Hospital; Trillium Health Centre; Queen's University; McMaster University; McMaster Children's Hospital; Lakeridge Health; Children's Hospital of Eastern Ontario; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Bronchiolitis; Confidence interval; Hazard ratio; Odds ratio; Discontinuation; Oxygen saturation; Oxygen therapy; Pediatrics; Cohort; Acute Bronchiolitis; Cohort study; Anesthesia; Internal medicine; Oxygen; Respiratory system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00737515,0.0007617446,0.0009378429,0.0005828578,0.0005361954,0.001207043,0.00129681,0.0008720816,0.0008912134],"category_scores_gemma":[0.01249856,0.0006711538,0.002112209,0.0009489318,0.0002809185,0.000919941,0.0009262944,0.001247856,0.0001673727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007997025,"about_ca_system_score_gemma":0.001411692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023313,"about_ca_topic_score_gemma":0.008105008,"domain_scores_codex":[0.9963169,0.001802422,0.0003135425,0.0008745787,0.0003198818,0.0003726864],"domain_scores_gemma":[0.9906516,0.001877122,0.004684463,0.001388452,0.0006460816,0.0007521946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001451164,0.0001506343,0.9962996,0.00002273986,0.0006674608,0.00005606926,0.00006966317,0.0001190514,0.0001271458,0.00002924258,0.0001614318,0.0008457798],"study_design_scores_gemma":[0.0006832395,0.002286836,0.9914049,0.00006242421,0.001044159,0.0003840374,0.0004415426,0.002889974,0.0002147965,0.00006847262,0.0004920385,0.00002756941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989269,0.0002520008,0.0001914103,0.00005668334,0.00001073574,0.00002774012,0.0004696749,0.000003804826,0.00006097855],"genre_scores_gemma":[0.9984537,0.000147979,0.0003474041,0.00007378392,0.00002357478,0.00007143033,0.0008063057,0.000005013905,0.00007078333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023313,"threshold_uncertainty_score":0.03900397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071268218449417,"score_gpt":0.3093945872721549,"score_spread":0.2986819050876607,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}